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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Data & Search/data.vector-search

Vector Search

Embeddings and similarity search.

3.3k records2104 liveRefine in search →
@anmol-srv/sigilMCP serverMCP
by anmolsrv
Unknown

Local-first memory infrastructure for AI coding agents. One brain shared across Claude Code, Codex CLI, Cursor, Kiro, Continue, Cline, Windsurf, or any MCP client. Organized in pluggable pods, stored in your own Postgres. No cloud, no telemetry. Auto-capt

Code Generation~100%DatabasesVector SearchAgent MemoryKnowledge Graphs
npm:@anmol-srv/sigil · local package6/wkpublished 5 mo ago
mcp-simple-memoryMCP serverMCP
by ohsim_713
Unknown

Persistent memory for Claude Code via MCP. SQLite + optional semantic search. Zero native deps. Works on Windows/Mac/Linux.

DatabasesVector SearchAgent Memory
npm:mcp-simple-memory · local package6/wkpublished 9 mo ago
genmem-mcpMCP serverMCP
by hellosobuj
Unknown

Local-first markdown memory MCP server. Searchable, file-based, human-readable.

Agent MemoryVector Search
npm:genmem-mcp · local package6/wkpublished 5 mo ago
@mcp-prep/mcp-server-pineconeMCP serverMCP
by container-store
Unknown

MCP server package - managed by mcp-prep

Vector Search~75%
npm:@mcp-prep/mcp-server-pinecone · local package6/wkpublished 10 mo ago
@adborroto/semantic-search-mcpMCP serverMCP
by adborroto
Unknown

RAG-lite: local semantic search over your files, as a CLI and an MCP server. No LLM, no API keys, no servers.

Vector Search
npm:@adborroto/semantic-search-mcp · local package6/wkpublished 3 mo ago
attention-mattersMCP serverMCP
by srobinson
Unknown

Geometric memory for AI coding agents. No embeddings, no vectors, no cloud - just math.

Agent MemoryVector Search~83%
npm:attention-matters · local package5/wkpublished 8 mo ago
@mseep/mcp-documentation-serverMCP serverMCP
by skydeckai
Unknown

A TypeScript MCP server for document management and semantic search with embeddings

Code DocumentationVector Search
npm:@mseep/mcp-documentation-server · local package5/wkpublished 5 mo ago
@mcp-prep/mcp-server-chromaMCP serverMCP
by container-store
Unknown

MCP server package - managed by mcp-prep

Vector Search~71%
npm:@mcp-prep/mcp-server-chroma · local package5/wkpublished 10 mo ago
@mseep/graphlit-mcp-serverMCP serverMCP
by skydeckai
Unknown

Graphlit MCP Server

Knowledge GraphsAgent MemoryVector SearchWeb Scraping~68%
npm:@mseep/graphlit-mcp-server · local package5/wkpublished 2 y ago
@codesham/repolens-mcpMCP serverMCP
by codesham
Unknown

MCP server for RepoLens: lets AI agents index a GitHub repo and ask questions answered from its real code, with line-level citations, via the live RepoLens API.

Version ControlVector Search
npm:@codesham/repolens-mcp · local package4/wkpublished 2 mo ago
@loctx/coreMCP serverMCP
by alex4u2nv
Unknown

Local-first code indexing and search engine. Library used by the CLI, MCP server, and web app.

Vector Search
npm:@loctx/core · local package4/wkpublished 1 mo ago
swiftopenai-mcpMCP serverMCP
by james_rochabrun
Unknown

MCP server for SwiftOpenAI - access OpenAI APIs through Model Context Protocol

Vector SearchImage Generation
npm:swiftopenai-mcp · local package4/wkpublished 15 mo ago
thredz-mcpMCP serverMCP
by studiomaxops
Unknown

Zero-dependency stdio MCP server for Thredz — long-term memory (wiki recall, semantic/keyword search, upsert, reflection signals), durable goals & tasks, and agent-to-agent messaging over the Thredz REST API. Point any Model Context Protocol client at it

Agent MemoryTasks & To-doNotes & DocsReasoning & PlanningVector Search
npm:thredz-mcp · local package4/wkpublished 3 mo ago
omni-coder-dashboardMCP serverMCP
by riko5652
Unknown

OCD (Omni Coder Dashboard) — An AI memory engine with real semantic embeddings, 21 MCP tools, cross-tool routing, trace auditing, and proactive IDE interception. 100% local, zero API keys required.

Vector SearchAgent Memory~100%Reporting & DashboardsPrompt Management~75%
npm:omni-coder-dashboard · local package4/wkpublished 7 mo ago
@iflow-mcp/zengram-mcpMCP serverMCP
by chatflowdev
Unknown

Persistent multi-path memory for AI agents — vector + BM25 keyword + entity graph search with RRF fusion, credential scrubbing, auto-consolidation, multi-backend storage (Qdrant + SQLite/Postgres)

Vector SearchAgent MemoryKnowledge GraphsAgent OrchestrationDatabases~80%
npm:@iflow-mcp/zengram-mcp · local package4/wkpublished 7 mo ago
mcp-ragchatMCP serverMCP
by adwaizer
Unknown

MCP server that adds RAG-powered AI chat to any website. One command from Claude Code.

Vector SearchTeam Chat
npm:mcp-ragchat · local package4/wkpublished 9 mo ago
@purili/mcp-serverMCP serverMCP
by purili
Unknown

Free web search and indexed page context from Purili's independent index, exposed as MCP tools.

Web SearchVector Search
npm:@purili/mcp-server · local package4/wkpublished 3 mo ago
aximur-mcpMCP serverMCP
by aximur
Unknown

MCP server for the AXIMUR verification API — verify a claim against grounding evidence and get SUPPORTED / UNSUPPORTED / UNCERTAIN with confidence and an audit trail.

Vector Search
npm:aximur-mcp · local package4/wkpublished 5 mo ago
vesper-memoryMCP serverMCP
by fitz2882
Unknown

AI memory system for Claude Code - Three-layer architecture with semantic search, knowledge graphs, and intelligent retrieval

Vector SearchAgent Memory~100%Knowledge GraphsDatabases~68%
npm:vesper-memory · local package4/wkpublished 9 mo ago
zwepMCP serverMCP
by philppplik
Unknown

Command line and MCP server for Zwep — a small, self-hosted search engine over the sources you curate.

Web Search~100%Web ScrapingVector Search
npm:zwep · local package3/wkpublished 2 mo ago
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GET /api/v1/search?capability=data.vector-search&status=live
Aliases

vector, embeddings, semantic search, pinecone, qdrant, weaviate, chroma, rag

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